Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-20 0.148946 0.163048 0.178372 0.196343 0.216949 0.239964 0.267796
2025-04-27 0.130011 0.150433 0.174460 0.205206 0.244086 0.292436 0.358461
2025-05-04 0.117318 0.141264 0.171132 0.211992 0.267888 0.344014 0.460027
2025-05-11 0.107745 0.133772 0.167748 0.216806 0.288491 0.394227 0.572652
2025-05-18 0.098514 0.125189 0.161252 0.215590 0.299371 0.431581 0.675886
2025-05-25 0.088753 0.114672 0.150611 0.206483 0.296188 0.445375 0.742141
2025-06-01 0.082094 0.107731 0.144138 0.202467 0.299907 0.470757 0.837925
2025-06-08 0.077309 0.102964 0.140240 0.201737 0.308605 0.506388 0.967917
2025-06-15 0.073736 0.099609 0.138044 0.203302 0.321279 0.552118 1.140743
2025-06-22 0.068169 0.092865 0.130034 0.194247 0.313171 0.554109 1.204931
2025-06-29 0.063735 0.087536 0.123823 0.187589 0.308574 0.562526 1.291249
2025-07-06 0.060181 0.083327 0.119071 0.182972 0.307231 0.577821 1.406255
2025-07-13 0.058605 0.082149 0.119227 0.187294 0.324865 0.642681 1.727705
2025-07-20 0.057587 0.081786 0.120701 0.194231 0.349345 0.732791 2.227821
2025-07-27 0.056441 0.081127 0.121601 0.200174 0.372867 0.829407 2.879559
2025-08-03 0.055108 0.080064 0.121696 0.204531 0.393656 0.926884 3.697485
2025-08-10 0.053031 0.077638 0.119202 0.203391 0.401081 0.986378 4.410209
2025-08-17 0.050043 0.073530 0.113443 0.194985 0.389102 0.977952 4.641735
2025-08-24 0.047945 0.070832 0.110070 0.191276 0.388635 1.010056 5.277111
2025-08-31 0.046421 0.069030 0.108216 0.190601 0.396024 1.074041 6.387534
2025-09-07 0.045284 0.067834 0.107390 0.192047 0.409408 1.167596 8.191131
2025-09-14 0.042948 0.064456 0.102303 0.183678 0.394228 1.139602 8.378662
2025-09-21 0.041025 0.061732 0.098326 0.177518 0.384636 1.133331 8.921582